UDOP Large is a document understanding specialist that works across both visual and textual content simultaneously — it reads layout, images, and text together rather than treating them separately. It handles tasks like document classification, question answering over forms, and information extraction from visually rich documents. Its strength is in structured document types where spatial arrangement matters as much as the words themselves.